Zhou, Lei

38 publications

ICLR 2026 From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors Zhengshen Zhang, Hao Li, Yalun Dai, Zhengbang Zhu, Lei Zhou, Chenchen Liu, Dong Wang, Francis E. H. Tay, Sijin Chen, Ziwei Liu, Yuxiao Liu, Xinghang Li, Pan Zhou

ICCV 2025 Learning Visual Proxy for Compositional Zero-Shot Learning Shiyu Zhang, Cheng Yan, Yang Liu, Chenchen Jing, Lei Zhou, Wenjun Wang

CVPR 2025 ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object Zhe Shan, Yang Liu, Lei Zhou, Cheng Yan, Heng Wang, Xia Xie

CVPR 2025 UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo

CVPRW 2024 Affine-Based Deformable Attention and Selective Fusion for Semi-Dense Matching Hongkai Chen, Zixin Luo, Yurun Tian, Xuyang Bai, Ziyu Wang, Lei Zhou, Mingmin Zhen, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan

IJCAI 2024 CLIP-FSAC: Boosting CLIP for Few-Shot Anomaly Classification with Synthetic Anomalies Zuo Zuo, Yao Wu, Baoqiang Li, Jiahao Dong, You Zhou, Lei Zhou, Yanyun Qu, Zongze Wu

ICML 2024 OxyGenerator: Reconstructing Global Ocean Deoxygenation over a Century with Deep Learning Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, Jing Zhang

ICCV 2023 GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes Chaoqiang Zhao, Matteo Poggi, Fabio Tosi, Lei Zhou, Qiyu Sun, Yang Tang, Stefano Mattoccia

NeurIPSW 2023 INRFormer: Neuron Permutation Equivariant Transformer on Implicit Neural Representations Lei Zhou, Varun Belagali, Joseph Bae, Prateek Prasanna, Dimitris Samaras

MLJ 2023 Information Bottleneck and Selective Noise Supervision for Zero-Shot Learning Lei Zhou, Yang Liu, Pengcheng Zhang, Xiao Bai, Lin Gu, Jun Zhou, Yazhou Yao, Tatsuya Harada, Jin Zheng, Edwin R. Hancock

ECCV 2022 ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer Hongkai Chen, Zixin Luo, Lei Zhou, Yurun Tian, Mingmin Zhen, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan

IJCAI 2022 Learning Prototype via Placeholder for Zero-Shot Recognition Zaiquan Yang, Yang Liu, Wenjia Xu, Chong Huang, Lei Zhou, Chao Tong

ECCV 2022 Where to Focus: Investigating Hierarchical Attention Relationship for Fine-Grained Visual Classification Yang Liu, Lei Zhou, Pengcheng Zhang, Xiao Bai, Lin Gu, Xiaohan Yu, Jun Zhou, Edwin R. Hancock

CVPR 2021 Goal-Oriented Gaze Estimation for Zero-Shot Learning Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada

ICCV 2021 Learning to Match Features with Seeded Graph Matching Network Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai, Zeyu Hu, Chiew-Lan Tai, Long Quan

CVPR 2021 PointDSC: Robust Point Cloud Registration Using Deep Spatial Consistency Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai

CVPR 2020 ASLFeat: Learning Local Features of Accurate Shape and Localization Zixin Luo, Lei Zhou, Xuyang Bai, Hongkai Chen, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan

CVPR 2020 BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks Yao Yao, Zixin Luo, Shiwei Li, Jingyang Zhang, Yufan Ren, Lei Zhou, Tian Fang, Long Quan

CVPR 2020 D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai

CVPRW 2020 End-to-End Optimized Video Compression with MV-Residual Prediction Xiangji Wu, Ziwen Zhang, Jie Feng, Lei Zhou, Junmin Wu

CVPR 2020 Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts Mingmin Zhen, Jinglu Wang, Lei Zhou, Shiwei Li, Tianwei Shen, Jiaxiang Shang, Tian Fang, Long Quan

CVPR 2020 KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering Lei Zhou, Zixin Luo, Tianwei Shen, Jiahui Zhang, Mingmin Zhen, Yao Yao, Tian Fang, Long Quan

ECCV 2020 Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan

ECCV 2020 Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-View Geometry Consistency Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan

ECCV 2020 Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction Lei Zhou, Zixin Luo, Mingmin Zhen, Tianwei Shen, Shiwei Li, Zhuofei Huang, Tian Fang, Long Quan

CVPR 2019 Adaptive Pyramid Context Network for Semantic Segmentation Junjun He, Zhongying Deng, Lei Zhou, Yali Wang, Yu Qiao

CVPR 2019 ContextDesc: Local Descriptor Augmentation with Cross-Modality Context Zixin Luo, Tianwei Shen, Lei Zhou, Jiahui Zhang, Yao Yao, Shiwei Li, Tian Fang, Long Quan

CVPRW 2019 End-to-End Optimized Image Compression with Attention Mechanism Lei Zhou, Zhenhong Sun, Xiangji Wu, Junmin Wu

IJCAI 2019 Latent Distribution Preserving Deep Subspace Clustering Lei Zhou, Xiao Bai, Dong Wang, Xianglong Liu, Jun Zhou, Edwin R. Hancock

AAAI 2019 Learning Fully Dense Neural Networks for Image Semantic Segmentation Mingmin Zhen, Jinglu Wang, Lei Zhou, Tian Fang, Long Quan

ICCV 2019 Learning Two-View Correspondences and Geometry Using Order-Aware Network Jiahui Zhang, Dawei Sun, Zixin Luo, Anbang Yao, Lei Zhou, Tianwei Shen, Yurong Chen, Long Quan, Hongen Liao

ICCVW 2019 Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency Tianwei Shen, Lei Zhou, Zixin Luo, Yao Yao, Shiwei Li, Jiahui Zhang, Tian Fang, Long Quan

ECCV 2018 GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints Zixin Luo, Tianwei Shen, Lei Zhou, Siyu Zhu, Runze Zhang, Yao Yao, Tian Fang, Long Quan

ECCV 2018 Learning and Matching Multi-View Descriptors for Registration of Point Clouds Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan

CVPR 2018 Temporal Hallucinating for Action Recognition with Few Still Images Yali Wang, Lei Zhou, Yu Qiao

CVPRW 2018 Variational Autoencoder for Low Bit-Rate Image Compression Lei Zhou, Chunlei Cai, Yue Gao, Sanbao Su, Junmin Wu

CVPR 2018 Very Large-Scale Global SfM by Distributed Motion Averaging Siyu Zhu, Runze Zhang, Lei Zhou, Tianwei Shen, Tian Fang, Ping Tan, Long Quan

ICCV 2017 Progressive Large Scale-Invariant Image Matching in Scale Space Lei Zhou, Siyu Zhu, Tianwei Shen, Jinglu Wang, Tian Fang, Long Quan